Yousra Arrouf
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Nouhaila Frakcha Prof, Abd El, Karfa
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Kasmi Mohammed, D. Naoual
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This study examines the challenges of maintaining cultural fidelity in AI-driven Arabic−to−English translation, with a focus on metaphors and idioms and argues for hybrid AI architectures that integrate rule-based cultural databases and transfer learning, alongside human-AI collaboration to decode implicit sociohistori...
Abdelkrim Bittar
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Open access
Sep 2026
It is argued that contemporary linguistic proficiency depends on an individual's capacity for bidirectional code-switching between rapid digital vernaculars and formalized academic registers.
Aytan Pirmammadova
· Science Bulletin · 2 citations
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It is demonstrated that AI can significantly enhance communication in educational contexts, particularly in translation studies, while also highlighting the need for critical and informed use of these technologies.
EL Nouraddine, Bouachri Abdessamad Mimoun, Lkhir Flsh et al.
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